Is junk food as addictive as heroin or cigarettes? Previous studies have shown similarities between drug abusers and compulsive eaters, but a new study published Sunday in Nature Neuroscience provides evidence that those who are addicted to junk food experience similar cravings as drug addicts, require increasingly larger amounts of food to feel good and even have a harder time quitting.